Step 1: g=sns.FacetGrid(col='Our desired hue column name')-------->Basically g is a 1*n array of elemnts in Hue Column Step 2: g.map(plt.desired Plot, col name) example g.map(plt.bar,"Loan_Status") Note Instead of normal plt.bar.DataFrame["Loan_Status"] we use the aforementioned input in the g.map's parantheisis